Teaching

I am currently teaching the following courses at EURECOM:

Advanced Statistical Inference

  • Bayesian Inference and Probabilistic Machine Learning
  • Approximate Inference: Variational Inference, Markov Chain Monte Carlo, and Laplace Approximation
  • Probabilistic approaches to Deep Learning
  • Latent variable models and Generative Models

Introduction to Artificial Intelligence

In collaboration with Dr. Giulio Franzese

  • Introduction to AI and Machine Learning
  • Discriminative and Generative Models
  • Decision Making and Reinforcement Learning
  • Engineering of AI models and systems

Semester projects

List of current and past semester projects I supervise:

Spring 2025

  • Grokking in-context: Learning to Learn Fast with In-Context Learning (Ayman Fatich and Serigne Sarr)
  • Accelerating Large Language Models using Speculative Decoding (Leying Li, Alexis Balestra and Gabriel Lafont–Millet)
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